Graph-based knowledge layers can triple the accuracy of large language model question-answering tasks compared to traditional SQL queries alone.

A study highlighted by Neo4j shows that leveraging knowledge graphs within the knowledge layer significantly boosts AI accuracy, achieving three times better performance in Q&A tasks by providing richer context and connections than conventional database queries.